Extraction of Information Related to Drug Safety Surveillance From Electronic Health Record Notes: Joint Modeling of Entities and Relations Using Knowledge-aware Neural Attentive M... von Dandala, Bharath, Joopudi, Venkata, Tsou, Ching-Huei, Liang, Jennifer J, Suryanarayanan, Parthasarathy

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AI-assisted tracking of worldwide non-pharmaceutical interventions for COVID-19 von Suryanarayanan, Parthasarathy, Tsou, Ching-Huei, Poddar, Ananya, Mahajan, Diwakar, Dandala, Bharath, Madan, Piyush, Agrawal, Anshul, Wachira, Charles, Samuel, Osebe Mogaka, Bar-Shira, Osnat, Kipchirchir, Clifton, Okwako, Sharon, Ogallo, William, Otieno, Fred, Nyota, Timothy, Matu, Fiona, Barros, Vesna Resende, Shats, Daniel, Kagan, Oren, Remy, Sekou, Bent, Oliver, Guhan, Pooja, Mahatma, Shilpa, Walcott-Bryant, Aisha, Pathak, Divya, Rosen-Zvi, Michal

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Overview of the 2022 n2c2 shared task on contextualized medication event extraction in clinical notes von Mahajan, Diwakar, Liang, Jennifer J., Tsou, Ching-Huei, Uzuner, Özlem

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Toward Understanding Clinical Context of Medication Change Events in Clinical Narratives von Mahajan, Diwakar, Liang, Jennifer J, Tsou, Ching-Huei

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Extracting medication changes in clinical narratives using pre-trained language models von Ramachandran, Giridhar Kaushik, Lybarger, Kevin, Liu, Yaya, Mahajan, Diwakar, Liang, Jennifer J., Tsou, Ching-Huei, Yetisgen, Meliha, Uzuner, Özlem

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Capturing Individual-level Social Determinants from Clinical Text von Liang, Jennifer J, Mahajan, Diwakar, Iyengar, Ananya S, Tsou, Ching-Huei

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Automated Problem List Generation and Physicians Perspective from a Pilot Study von Devarakonda, Murthy V, Mehta, Neil, Tsou, Ching-Huei, Liang, Jennifer J, Nowacki, Amy S, Jelovsek, John Eric

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Identification of Semantically Similar Sentences in Clinical Notes: Iterative Intermediate Training Using Multi-Task Learning von Mahajan, Diwakar, Poddar, Ananya, Liang, Jennifer J, Lin, Yen-Ting, Prager, John M, Suryanarayanan, Parthasarathy, Raghavan, Preethi, Tsou, Ching-Huei

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Reducing Physicians' Cognitive Load During Chart Review: A Problem-Oriented Summary of the Patient Electronic Record von Liang, Jennifer J, Tsou, Ching-Huei, Dandala, Bharath, Poddar, Ananya, Joopudi, Venkata, Mahajan, Diwakar, Prager, John, Raghavan, Preethi, Payne, Michele

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Timely and Efficient AI Insights on EHR: System Design von Suryanarayanan, Parthasarathy, Epstein, Edward A, Malvankar, Abhishek, Lewis, Burn L, DeGenaro, Lou, Liang, Jennifer J, Tsou, Ching-Huei, Pathak, Divya

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Extracting Medication Changes in Clinical Narratives using Pre-trained Language Models von Giridhar Kaushik Ramachandran, Lybarger, Kevin, Liu, Yaya, Mahajan, Diwakar, Liang, Jennifer J, Ching-Huei Tsou, Yetisgen, Meliha, Uzuner, Özlem

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Hierarchy-aware Adverse Reaction Embeddings for Signal Detection von Joopudi, Venkata, Dandala, Bharath, Tsou, Ching-Huei, Liang, Jennifer J.

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Hierarchy-aware Adverse Reaction Embeddings for Signal Detection von Joopudi, Venkata, Dandala, Bharath, Tsou, Ching-Huei, Liang, Jennifer J

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WNTRAC: AI Assisted Tracking of Non-pharmaceutical Interventions Implemented Worldwide for COVID-19 von Parthasarathy Suryanarayanan, Ching-Huei Tsou, Poddar, Ananya, Mahajan, Diwakar, Dandala, Bharath, Madan, Piyush, Agrawal, Anshul, Wachira, Charles, Osebe Mogaka Samuel, Bar-Shira, Osnat, Kipchirchir, Clifton, Okwako, Sharon, Ogallo, William, Otieno, Fred, Nyota, Timothy, Matu, Fiona, Vesna Resende Barros, Shats, Daniel, Kagan, Oren, Remy, Sekou, Oliver, Bent, Guhan, Pooja, Mahatma, Shilpa, Walcott-Bryant, Aisha, Pathak, Divya, Rosen-Zvi, Michal

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Ground Truth Creation for Complex Clinical NLP Tasks - an Iterative Vetting Approach and Lessons Learned von Liang, Jennifer J, Tsou, Ching-Huei, Devarakonda, Murthy V

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HIERARCHY-AWARE ADVERSE REACTION EMBEDDINGS FOR SIGNAL DETECTION von TSOU, Ching-Huei, JOOPUDI, Venkata, DANDALA, Bharath

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Toward Understanding Clinical Context of Medication Change Events in Clinical Narratives von Mahajan, Diwakar, Liang, Jennifer J, Tsou, Ching-Huei

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Extracting Daily Dosage from Medication Instructions in EHRs: An Automated Approach and Lessons Learned von Mahajan, Diwakar, Liang, Jennifer J, Tsou, Ching-Huei

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Identifying Repetitive Portions of Clinical Notes and Generating Summaries Pertinent to Treatment of a Patient Based on the Identified Repetitive Portions von Tsou, Ching-Huei, Brown, Eric W, Eleftheriou, Maria, Sailer, Anca

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Identifying repetitive portions of clinical notes and generating summaries pertinent to treatment of a patient based on the identified repetitive portions von Tsou, Ching-Huei, Brown, Eric W, Eleftheriou, Maria, Sailer, Anca

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